AI and All Data Weekly for 02 December 2024

AI and All Data Weekly for 02 December 2024

Tim Spann Tim Spann

Tim Spann

Senior Solutions Engineer

发布日期: 2024年12月2日
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AI+Data Weekly ( AI, Data, Iceberg, Polaris, Streamlit, Flink, Kafka, Python, Java, NiFi )

#166 - 02-December-2024

https://bsky.app/profile/paasdev.bsky.social

The Coolness this week

?? Andrew Ng's AI Suite OSS

?? Open Jupyter Notebooks from github

?? Snowpipe Streaming with Kafka Auto Schema

?? SenseCAP Watcher AI Physical Device

?? cool projects like sdkman and debezium

?? Using AgentKit for orchestration

?? Super charged voice

?? Agents with Memory

?? OpenInterpreter lets you run code locally

?? Extract Structured Data from Documents

?? Unifiy Streaming, Batch, AI

?? Automated AI Web Researcher in Ollama

?? Cross Platform Screen Sharing

?? Collaboration for AI Engineers

?? AutoRestTest is a complete testing software for automated API testing that combines the utility of graph theory, Large Language Models (LLMs), and multi-agent reinforcement learning (MARL) to parse the OpenAPI Specification and create enhanced comprehensive test cases.

?? Graphs not Silos

??? FLUSS: Streaming Storage

???Fluss -> Flow for Flink Real Time Analytics

?? TableFlow - iceberg / kafka

?? Snowflake Cortex AI + Slack

?? Big Pile of Snowflake Queries Dataset

?? 5 Days to GenAI with Kaggle

????♂? Data Engineering Trends

????♂? Flink SQL with AI

????♂? Segmentation Masks detect - SAM2

?? Ray Data Scalable Datasets for ML

??? Ollama Functions as Tools

??? Ollama - cool functions with Ollama python

??? Postbot3000 - give it a try

??? Full way to grab your website with LLM

??? Very Interesting Web3 Stuff

?? Cool Limo Startup in Jersey with AI

?? Anthropic Open Source Model Context Protocol

??? MCP: First Server

????♂? Open Interpreter

??? Cool Google Tricks

??? SQL Talk

??? Google AI Studio

??? GO and Java - Type Safety

??? AG2 Agents

??? Microsoft's updated AUTOGEN Agents

?? LLAMAINDEX resume cookbook

?? Airflow with Snowflake

领英推荐

??? Clean Your Mac with a Shell Script

?? Big Friendly Bluesky Extract

?? LLM Observability OSS

?? NV Ingest from NVIDIA for PDF

??? NodeJS Editor

?? SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory

?? Cool new markdown like language

??? Open Source Browser API for AI


New Models

??? Sparse-Llama-3.1-8B-2of4

??? NVIDIA Hymba

?? Snowflake Arctic Instruct

?? QWQ

?? Natural Language to SQL

?? olmo2 models


Interesting Datasets

?? https://huggingface.co/collections/allenai/tulu-3-datasets-673b8df14442393f7213f372


Upcoming

?? Dec 5: Global PyData: Virtual: https://global2024.pydata.org/cfp/talk/L9JXKS/

?? Dec 19: Conf42 IoT 2024: Virtual: https://www.conf42.com/Internet_of_Things_IoT_2024_Tim_Spann_opensource_build


Recent Tim Stuff

?? XTremePython 2024 - LLM

?? PyData NYC

?? Advanced RAG Techniques @ All Things Open Raleigh 2024

?? Building Real Time LLM Models

?? Big Data Conference EU Talk on Open Source Real-Time AI

?? CloudX AI Real-Time

?? BuildStuff - Adding Generative AI

??? Conf42 Prompt Engineering

?? 06 Nov 2024 AI Alliance Talk in Manhattan

?? 08 Nov 2024 PyData NYC slides


Apps, Demos, Examples, Models, Notebooks and Projects

?? RAG 101

?? Milvus Knowledgebase

?? AIM Ghosts

?? Unstructured Data - Ghosts - Part 1

??? Multimodal RAG is not Scary Ghosts

??? Advanced RAG Techniques


Technologies

CODE + COMMUNITY

? 2020-2024 Tim Spann https://www.youtube.com/@FLaNK-Stack (AI + Vectors + LLM + Streaming + IoT)

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